| # Backup Schedule | |
| First start an internet instance that won't get killed: | |
| ``` | |
| srun --pty -A six@cpu -p compil --hint=nomultithread --time=20:00:00 bash --rcfile $six_ALL_CCFRWORK/start-prod | |
| ``` | |
| then back up: | |
| ## logs and eval-results (tiny) | |
| ``` | |
| gsutil rsync -x ".git" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/tr11-176B-ml-logs gs://bigscience-backups/tr11-176B-ml/tr11-176B-ml-logs | |
| gsutil rsync -x ".git" -r $six_ALL_CCFRSTORE/checkpoints/tr11-176B-ml/eval-results gs://bigscience-backups/tr11-176B-ml/tr11-176B-ml-eval-results | |
| ``` | |
| ## full checkpoint (2.3TB) | |
| 12 checkpoints: total 27TB | |
| ``` | |
| # done | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step3000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step3000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step10000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step10000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step20000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step20000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step30000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step30000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step40000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step40000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step50000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step50000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step60000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step60000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step70000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step70000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step80000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step80000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step90000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step90000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step95000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step95000 | |
| # in-progress | |
| # todo: | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step100000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step100000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step110000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step110000 | |
| gsutil rsync -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step120000 gs://bigscience-backups/tr11-176B-ml/checkpoints/global_step120000 | |
| ``` | |
| ## weights only checkpoints (0.33TB) | |
| 40 checkpoints: total 13TB - autogenerate the schedule: | |
| ``` | |
| perl -le 'print qq[gsutil rsync -x "bf16.*" -r \$six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step$_ gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step$_] for map { $_*3000 } 1..40' | |
| ``` | |
| ``` | |
| # done | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step3000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step3000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step6000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step6000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step9000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step9000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step12000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step12000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step15000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step15000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step18000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step18000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step21000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step21000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step24000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step24000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step27000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step27000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step33000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step33000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step36000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step36000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step39000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step39000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step42000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step42000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step45000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step45000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step48000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step48000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step51000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step51000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step54000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step54000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step57000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step57000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step63000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step63000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step66000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step66000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step69000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step69000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step72000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step72000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step75000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step75000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step78000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step78000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step81000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step81000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step84000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step84000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step87000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step87000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step93000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step93000 | |
| # in-progress | |
| # todo: | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step96000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step96000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step99000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step99000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step102000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step102000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step105000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step105000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step108000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step108000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step111000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step111000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step114000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step114000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step117000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step117000 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSCRATCH/checkpoints/tr11-176B-ml/checkpoints/main/global_step120000 gs://bigscience-backups/tr11-176B-ml/checkpoints-weights/global_step120000 | |
| ``` | |
| ## spikes | |
| weights only | |
| ``` | |
| # done | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSTORE/checkpoints/tr11-176B-ml/checkpoints/spikes/global_step31200 gs://bigscience-backups/tr11-176B-ml/checkpoints-spikes-weights/global_step31200 | |
| gsutil rsync -x "bf16.*" -r $six_ALL_CCFRSTORE/checkpoints/tr11-176B-ml/checkpoints/spikes/global_step31259 gs://bigscience-backups/tr11-176B-ml/checkpoints-spikes-weights/global_step31259 | |
| # in-progress | |
| # todo: | |
| ``` | |
| ## Tarring the checkpoints in STORE | |
| Since we don't have too many inodes in STORE we ought to tar the checkpoints | |
| ``` | |
| cd /gpfsdsstore/projects/rech/six/commun/checkpoints/tr11-176B-ml/checkpoints | |
| cd 1 | |
| find * -maxdepth 0 -type d -exec tar cvf {}.tar {} \; | |
| ``` | |